# Patch management: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "patch management tool" and as "OS and third-party patching solution", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/operations/patch-management/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/operations/patch-management/index.md

**Standing:** Action1 leads with 27% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Action1](https://www.gane.ai/index/it/vendors/action1/index.md) | 27% | 2% | 42 |
| 2 | [ManageEngine Patch Manager Plus](https://www.gane.ai/index/it/vendors/manageengine-patch-manager-plus/index.md) | 21% | 7% | 41 |
| 3 | [Automox](https://www.gane.ai/index/it/vendors/automox/index.md) | 19% | 11% | 36 |
| 4 | [NinjaOne Autonomous Patch Management](https://www.gane.ai/index/it/vendors/ninjaone-autonomous-patch-management/index.md) | 13% | 8% | 38 |
| 5 | [Syxsense](https://www.gane.ai/index/it/vendors/syxsense/index.md) | 6% | 0% | 15 |
| 6 | [Heimdal Patch & Asset Management](https://www.gane.ai/index/it/vendors/heimdal-patch-asset-management/index.md) | 4% | 0% | 17 |
| 7 | [Microsoft Intune](https://www.gane.ai/index/it/vendors/microsoft-intune/index.md) | 2% | 14% | 22 |
| 8 | [Ivanti Neurons for Patch Management](https://www.gane.ai/index/it/vendors/ivanti-neurons-for-patch-management/index.md) | 2% | 21% | 19 |
| 11 | [Windows Server Update Services](https://www.gane.ai/index/it/vendors/windows-server-update-services/index.md) | 2% | 59% | 17 |
| 12 | [ManageEngine Endpoint Central](https://www.gane.ai/index/it/vendors/manageengine-endpoint-central/index.md) | 0% | 8% | 12 |
| 14 | [Patch My PC](https://www.gane.ai/index/it/vendors/patch-my-pc/index.md) | 0% | 8% | 13 |
| 15 | [PDQ Deploy & Inventory](https://www.gane.ai/index/it/vendors/pdq-deploy-inventory/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 76 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: ManageEngine Patch Manager Plus; alternatives Automox, NinjaOne Autonomous Patch Management
- GPT-5.4 mini: Microsoft Configuration Manager, Microsoft Intune; alternatives Automox, ManageEngine Endpoint Central
- Gemini 3.5 Flash: Automox; alternatives Action1, ManageEngine Patch Manager Plus, NinjaOne Autonomous Patch Management, PDQ Connect
- Perplexity Sonar: ManageEngine Patch Manager Plus; alternatives Automox, Heimdal Patch & Asset Management, Syxsense
- Grok 4.20: NinjaOne Autonomous Patch Management; alternatives Action1, ManageEngine Patch Manager Plus
- Mistral Small: ManageEngine Patch Manager Plus, Syxsense; alternatives Action1, Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management
- DeepSeek V4 Flash: Automox; alternatives Action1, ManageEngine Patch Manager Plus, NinjaOne Autonomous Patch Management
- Llama 4 Maverick: Heimdal Patch & Asset Management, ManageEngine Patch Manager Plus, Syxsense; alternatives NinjaOne Autonomous Patch Management
- Qwen 3.7 Flash: ManageEngine Patch Manager Plus; alternatives Action1, Heimdal Security, NinjaOne Autonomous Patch Management, Syxsense
- Kimi K2: ManageEngine Patch Manager Plus; alternatives Action1, Automox, Heimdal Patch & Asset Management, Syxsense
- GLM 4.7 FlashX: NinjaOne Autonomous Patch Management; alternatives Action1, Heimdal Security, ManageEngine Patch Manager Plus, Microsoft Intune
- MiniMax M2.5: Ivanti Neurons for Patch Management, ManageEngine Patch Manager Plus; alternatives AWS Systems Manager Patch Manager, Microsoft Configuration Manager, Microsoft Intune, Red Hat Satellite

## Sources the answers cite

63 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- heimdalsecurity.com: 35 answers, 45 citations
- motadata.com: 35 answers, 36 citations
- learn.g2.com: 34 answers, 34 citations
- gbhackers.com: 30 answers, 30 citations
- acronis.com: 26 answers, 26 citations
- cyberpress.org: 23 answers, 23 citations
- ninjaone.com: 21 answers, 27 citations
- mspcompared.com: 20 answers, 22 citations

Pages named in the most answers:

- https://learn.g2.com/best-patch-management-software (34 answers)
- https://motadata.com/blog/best-patch-management-software (31 answers)
- https://gbhackers.com/best-patch-management-compared-2 (30 answers)
- https://heimdalsecurity.com/blog/automated-patch-management-software (30 answers)
- https://acronis.com/en/blog/posts/best-patch-management-software-and-tools-2026 (26 answers)
- https://cyberpress.org/patch-management-by-business-size-2 (23 answers)
- https://expertinsights.com/it-management/the-top-patch-management-software-for-business (18 answers)
- https://mspcompared.com/best/patch-management (16 answers)
- https://pdq.com/blog/best-patch-management-tools (14 answers)
- https://ninjaone.com/blog/best-patch-management-software (12 answers)

## Warned against

- Windows Server Update Services: 10 of 17 labels negative. "WSUS has limitations including Windows-only infrastructure, manual catalog management, limited automation, lack of native support for many third-party vendors" (Claude Haiku 4.5, negative prompt)
- Ivanti Neurons for Patch Management: 4 of 19 labels negative. "Ivanti Products — High Caution ... Multiple critical vulnerabilities in recent years suggest systemic security challenges" (Kimi K2, negative prompt)
- Kaseya VSA: 4 of 8 labels negative. "Steer clear of SolarWinds and Kaseya" (Qwen 3.7 Flash, negative prompt)
- Microsoft Configuration Manager: 4 of 7 labels negative. "SCCM is prohibitively expensive ... leading to high costs for operation and maintenance" (Claude Haiku 4.5, negative prompt)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/it.
